IEEE - Institute of Electrical and Electronics Engineers, Inc. - Reducing UK-Means to K-Means

2007 7th IEEE International Conference on Data Mining Workshops

Author(s): S. D. Lee ; Ben Kao ; Reynold Cheng
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Publication Date: 1 October 2007
Conference Location: Omaha, NE, USA
Conference Date: 28 October 2007
Page(s): 483 - 488
ISBN (CD): 978-0-7695-3033-8
ISBN (Paper): 978-0-7695-3019-2
DOI: 10.1109/ICDMW.2007.40
Regular:

This paper proposes an optimisation to the UK-means algorithm, which generalises the k-means algorithm to han- dle objects whose locations are uncertain. The location of each object is described... View More

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